When this is useful
Voice systems may combine transcription, translation, pronunciation, text-to-speech and synchronized text/audio. The source language, spoken language, interface language and terminology have different responsibilities and should be handled explicitly.
- Source content
- Language controls
- Speech generation
- Alignment and QA
- Delivery
A focused first proof
Start with a representative sample and intended listeners. Check names, terminology, language quality, pronunciation and delivery format before expanding content or adding languages.
Before production
Rights, consent, quality requirements and provider constraints shape the implementation. Reusable artifacts, bounded retries and independent stages can prevent unnecessary regeneration when a later step changes.
Problems this can help address
Engineering in practice
Explore the related Mikisi Labs system, including its current status and architecture.